Enabling Doctor-AI Collaboration
Jayaraman and Kyle discuss the challenges of enabling collaboration between doctors and AI models, including the need for standardized processes and effective uncertainty visualization. They highlight the ongoing conversation between domain experts, machine learning practitioners, and visualization specialists to create useful tools for decision-making in healthcare.In this clip
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Data Skeptic
Interpretable AI in Healthcare
Related Questions
What is the challenge around explainability in AI?
How can we make AI more explainable?
What are the implications if AI gets the data incorrectly with medical diagnoses or doesn't understand the humane treatment plan versus extending life? What if it doesn't understand how the body responds differently to each treatment plan considering genetic risks, unknown history, or environmental interactions?